Step Size Adaptation in Reproducing Kernel Hilbert Space.
S. V. N. VishwanathanNicol N. SchraudolphAlexander J. SmolaPublished in: J. Mach. Learn. Res. (2006)
Keyphrases
- step size
- reproducing kernel hilbert space
- loss function
- convergence rate
- kernel methods
- convergence speed
- cost function
- special case
- kernel function
- domain adaptation
- data dependent
- euclidean space
- learning theory
- gaussian process
- density estimation
- real valued
- input space
- support vector
- kernel matrix
- distance measure
- learning problems
- reinforcement learning
- evolutionary algorithm
- differential evolution
- linear model
- maximum likelihood
- support vector machine
- image data